학술논문

FC3: Feasibility-Based Control Chain Coordination
Document Type
Conference
Source
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Intelligent Robots and Systems (IROS), 2022 IEEE/RSJ International Conference on. :13769-13776 Oct, 2022
Subject
Bioengineering
Components, Circuits, Devices and Systems
Computing and Processing
General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Decision making
Symbols
Switches
Control systems
Robustness
Libraries
Cognition
Language
ISSN
2153-0866
Abstract
Hierarchical coordination of controllers often uses symbolic state representations that fully abstract their underlying low-level controllers, treating them as “black boxes” to the symbolic action abstraction. This paper proposes a framework to realize robust behavior, which we call Feasibility-based Control Chain Coordination (FC 3 ). Our controllers expose the geometric features and constraints they operate on. Based on this, FC 3 can reason over the controllers' feasibility and their sequence feasibility. For a given task, FC 3 first automatically constructs a library of potential controller chains using a symbolic action tree, which is then used to coordinate controllers in a chain, evaluate task feasibility, as well as switching between controller chains if necessary. In several real-world experiments we demonstrate FC 3 , s robustness and awareness of the task's feasibility through its own actions and gradual responses to different interferences.